I used Duro Super Glue on the arms of the chair I sitting in right now. They are vinyl covered dense foam, similar to the wheel pad. I wasn't too neat in the application, but after three (or four) years of daily wear and tear, the repairs have held. One thing about super glue, don't get any on your fingers, unless you have a designated driver to get you to the ER to cut your fingers apart.
Jim